EP 3803694 A1 20210414 - METHODS, APPARATUS AND COMPUTER-READABLE MEDIUMS RELATING TO DETECTION OF CELL CONDITIONS IN A WIRELESS CELLULAR NETWORK
Title (en)
METHODS, APPARATUS AND COMPUTER-READABLE MEDIUMS RELATING TO DETECTION OF CELL CONDITIONS IN A WIRELESS CELLULAR NETWORK
Title (de)
VERFAHREN, VORRICHTUNG UND COMPUTERLESBARE MEDIEN ZUM NACHWEIS VON ZELLENZUSTÄNDEN IN EINEM DRAHTLOSEN ZELLULAREN NETZWERK
Title (fr)
PROCÉDÉS, APPAREIL ET SUPPORTS LISIBLES PAR ORDINATEUR SE RAPPORTANT À LA DÉTECTION DE CONDITIONS CELLULAIRES DANS UN RÉSEAU CELLULAIRE SANS FIL
Publication
Application
Priority
- EP 18382407 A 20180608
- EP 2019053543 W 20190213
Abstract (en)
[origin: WO2019233635A1] Embodiments of the disclosure provide methods, apparatus and computer-readable mediums for the detection of cell conditions in a wireless cellular network, and the training of a classifier model to detect cell conditions in a wireless cellular network. In one embodiment, a method of training a classifier model to detect cell conditions in a wireless cellular network comprises: obtaining time-series data for a plurality of performance metrics for each cell of a plurality of cells of the wireless cellular network; converting the time-series data to respective image data sets for each cell of the plurality of cells; classifying the image data sets into one of a plurality of predefined cell conditions; and applying a machine-learning algorithm to training data comprising the classified image data sets to generate a classifier model for classifying image data sets into one of the plurality of predefined cell conditions.
IPC 8 full level
G06K 9/62 (2006.01); H04W 24/08 (2009.01)
CPC (source: EP US)
G06F 18/214 (2023.01 - US); G06F 18/217 (2023.01 - EP); G06F 18/232 (2023.01 - US); G06F 18/24 (2023.01 - EP US); G06N 3/045 (2023.01 - US); G06N 3/088 (2013.01 - US); G06T 7/0002 (2013.01 - US); G06V 10/762 (2022.01 - US); G06V 10/80 (2022.01 - US); G06V 10/82 (2022.01 - EP); H04W 24/08 (2013.01 - EP US); G06T 2207/20081 (2013.01 - US); G06T 2207/20084 (2013.01 - US)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
WO 2019233635 A1 20191212; CN 112513882 A 20210316; EP 3803694 A1 20210414; EP 3803694 B1 20230628; ES 2951477 T3 20231023; JP 2021525933 A 20210927; JP 7301888 B2 20230703; US 2021241441 A1 20210805
DOCDB simple family (application)
EP 2019053543 W 20190213; CN 201980052787 A 20190213; EP 19704621 A 20190213; ES 19704621 T 20190213; JP 2020568304 A 20190213; US 201916972755 A 20190213